Release Date: December 19, 2023
In this release, we’re continuing to make improvements for metadata auto-detection and synthetic data evaluation.
[Beta!] Auto-Detect PII Columns. As part of our continued improvements for Metadata Auto-Detection, we’ve started to detect some basic, PII concepts. If your column names contain certain keywords such as email or phone_number, we’ll match them up to the correct PII types.
Improved Data Diagnostic. The all-new and improved diagnostic is more targeted at diagnosing issues with your synthetic data. Based on common application requirements, we’ve incorporated validity checks that are important to you: Referential integrity, min/max values, and more. For more information, see the Diagnostic Report API.
Additional updates
- The DayZSynthesizer can now create missing values within numerical and categorical columns
- The DayZSynthesizer can now create discrete, category values from scratch for any type of data (not just strings)